Fold 4 - Understanding why coefficient -25044 was selected
Tag: FUN
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -25044 | 3.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 1966005 | 3.000000 | 11.1.78.3 | 3.78.1.11 (3*79^3 + 78*79^2 + 79 + 11) | No | |
| 6983759 | 3.000000 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "FUN" tag (processing sequence 1469). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 988 | JH Letter | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 7008803 | none | |
| 13782 | Traditional Polynesian Tapa design | Cotton Fabric | 1966005 | PRINT, ANIMAL, COTTON | 1991049 | none | ||
| 903 | Dottie | 0 | FLATTERING | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 995 | Laila | -25044 | EUROPEAN BRANDS, FLATTERING | 0 | none |